Assumptions / Hypothèses
Formula / Formule: illustrative parallel utilization = min(work items ÷ assumed lanes, 1)
Approximation only. Real tokenizers, kernels, architectures, runtimes, cache sharing, metadata, fragmentation, and quality vary. Measure the exact target system; do not use this estimate as a capacity or quality guarantee.